Main Diagram types
https://rstudio.com/wp-content/uploads/2015/03/ggplot2-cheatsheet.pdf
Point chart
- Jitter with smoothing line
Bubble chart
Line chart
Correlation plots / heatmap
Bar chart
- per default: counts
- alternative: set y-values
Boxplot
- with points
Violin plot
Pie chart
Alluvial charts
Treemaps
Dumbbell plots
Slope charts
Stacked area charts
Lolliplot chart
Dendrograms
Waterfall charts
Biplots
Radar charts, aka star chart, aka spider plot
https://www.data-to-viz.com/caveat/spider.html
## ─ Session info ───────────────────────────────────────────────────────────────
## setting value
## version R version 4.0.2 (2020-06-22)
## os macOS Catalina 10.15.6
## system x86_64, darwin17.0
## ui X11
## language (EN)
## collate en_US.UTF-8
## ctype en_US.UTF-8
## tz Europe/Berlin
## date 2020-09-02
##
## ─ Packages ───────────────────────────────────────────────────────────────────
## package * version date lib source
## ash 1.0-15 2015-09-01 [1] CRAN (R 4.0.2)
## assertthat 0.2.1 2019-03-21 [1] CRAN (R 4.0.0)
## backports 1.1.9 2020-08-24 [1] CRAN (R 4.0.2)
## blob 1.2.1 2020-01-20 [1] CRAN (R 4.0.2)
## broom 0.7.0 2020-07-09 [1] CRAN (R 4.0.2)
## callr 3.4.3 2020-03-28 [1] CRAN (R 4.0.0)
## cellranger 1.1.0 2016-07-27 [1] CRAN (R 4.0.0)
## cli 2.0.2 2020-02-28 [1] CRAN (R 4.0.0)
## colorspace 1.4-1 2019-03-18 [1] CRAN (R 4.0.0)
## crayon 1.3.4 2017-09-16 [1] CRAN (R 4.0.0)
## DBI 1.1.0 2019-12-15 [1] CRAN (R 4.0.0)
## dbplyr 1.4.4 2020-05-27 [1] CRAN (R 4.0.2)
## dendextend * 1.14.0 2020-08-26 [1] CRAN (R 4.0.2)
## desc 1.2.0 2018-05-01 [1] CRAN (R 4.0.0)
## devtools 2.3.1 2020-07-21 [1] CRAN (R 4.0.2)
## digest 0.6.25 2020-02-23 [1] CRAN (R 4.0.0)
## dplyr * 1.0.2 2020-08-18 [1] CRAN (R 4.0.2)
## ellipsis 0.3.1 2020-05-15 [1] CRAN (R 4.0.0)
## evaluate 0.14 2019-05-28 [1] CRAN (R 4.0.0)
## extrafont 0.17 2014-12-08 [1] CRAN (R 4.0.2)
## extrafontdb 1.0 2012-06-11 [1] CRAN (R 4.0.2)
## fansi 0.4.1 2020-01-08 [1] CRAN (R 4.0.0)
## farver 2.0.3 2020-01-16 [1] CRAN (R 4.0.0)
## fastmap 1.0.1 2019-10-08 [1] CRAN (R 4.0.0)
## forcats * 0.5.0 2020-03-01 [1] CRAN (R 4.0.0)
## fs 1.5.0 2020-07-31 [1] CRAN (R 4.0.2)
## gdtools 0.2.2 2020-04-03 [1] CRAN (R 4.0.2)
## generics 0.0.2 2018-11-29 [1] CRAN (R 4.0.0)
## ggalluvial * 0.12.1 2020-08-10 [1] CRAN (R 4.0.2)
## ggalt * 0.4.0 2017-02-15 [1] CRAN (R 4.0.2)
## ggdendro * 0.1.21 2020-08-11 [1] CRAN (R 4.0.2)
## ggExtra * 0.9 2019-08-27 [1] CRAN (R 4.0.2)
## ggfittext 0.9.0 2020-06-14 [1] CRAN (R 4.0.2)
## ggfortify * 0.4.10 2020-04-26 [1] CRAN (R 4.0.2)
## ggiraph 0.7.8 2020-07-01 [1] CRAN (R 4.0.2)
## ggiraphExtra * 0.2.9 2018-07-22 [1] CRAN (R 4.0.2)
## ggplot2 * 3.3.2 2020-06-19 [1] CRAN (R 4.0.2)
## glue 1.4.2 2020-08-27 [1] CRAN (R 4.0.2)
## gridExtra 2.3 2017-09-09 [1] CRAN (R 4.0.2)
## gtable 0.3.0 2019-03-25 [1] CRAN (R 4.0.0)
## haven 2.3.1 2020-06-01 [1] CRAN (R 4.0.2)
## hms 0.5.3 2020-01-08 [1] CRAN (R 4.0.0)
## htmltools 0.5.0 2020-06-16 [1] CRAN (R 4.0.2)
## htmlwidgets 1.5.1 2019-10-08 [1] CRAN (R 4.0.0)
## httpuv 1.5.4 2020-06-06 [1] CRAN (R 4.0.2)
## httr 1.4.2 2020-07-20 [1] CRAN (R 4.0.2)
## insight 0.9.1 2020-08-26 [1] CRAN (R 4.0.2)
## jsonlite 1.7.0 2020-06-25 [1] CRAN (R 4.0.2)
## KernSmooth 2.23-17 2020-04-26 [1] CRAN (R 4.0.2)
## knitr 1.29 2020-06-23 [1] CRAN (R 4.0.2)
## labeling 0.3 2014-08-23 [1] CRAN (R 4.0.0)
## later 1.1.0.1 2020-06-05 [1] CRAN (R 4.0.2)
## lattice * 0.20-41 2020-04-02 [1] CRAN (R 4.0.2)
## lifecycle 0.2.0 2020-03-06 [1] CRAN (R 4.0.0)
## lubridate 1.7.9 2020-06-08 [1] CRAN (R 4.0.2)
## magrittr 1.5 2014-11-22 [1] CRAN (R 4.0.0)
## maps 3.3.0 2018-04-03 [1] CRAN (R 4.0.2)
## MASS 7.3-52 2020-08-18 [1] CRAN (R 4.0.2)
## Matrix 1.2-18 2019-11-27 [1] CRAN (R 4.0.2)
## memoise 1.1.0 2017-04-21 [1] CRAN (R 4.0.0)
## mgcv 1.8-32 2020-08-19 [1] CRAN (R 4.0.2)
## mime 0.9 2020-02-04 [1] CRAN (R 4.0.0)
## miniUI 0.1.1.1 2018-05-18 [1] CRAN (R 4.0.0)
## modelr 0.1.8 2020-05-19 [1] CRAN (R 4.0.2)
## munsell 0.5.0 2018-06-12 [1] CRAN (R 4.0.0)
## mycor 0.1.1 2018-04-10 [1] CRAN (R 4.0.2)
## nlme 3.1-149 2020-08-23 [1] CRAN (R 4.0.2)
## palmerpenguins * 0.1.0 2020-07-23 [1] CRAN (R 4.0.2)
## pillar 1.4.6 2020-07-10 [1] CRAN (R 4.0.2)
## pkgbuild 1.1.0 2020-07-13 [1] CRAN (R 4.0.2)
## pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.0.0)
## pkgload 1.1.0 2020-05-29 [1] CRAN (R 4.0.2)
## plyr 1.8.6 2020-03-03 [1] CRAN (R 4.0.0)
## ppcor 1.1 2015-12-03 [1] CRAN (R 4.0.2)
## prettyunits 1.1.1 2020-01-24 [1] CRAN (R 4.0.0)
## processx 3.4.3 2020-07-05 [1] CRAN (R 4.0.2)
## proj4 1.0-10 2020-03-02 [1] CRAN (R 4.0.1)
## promises 1.1.1 2020-06-09 [1] CRAN (R 4.0.2)
## ps 1.3.4 2020-08-11 [1] CRAN (R 4.0.2)
## purrr * 0.3.4 2020-04-17 [1] CRAN (R 4.0.0)
## R6 2.4.1 2019-11-12 [1] CRAN (R 4.0.0)
## ragg * 0.3.1 2020-07-03 [1] CRAN (R 4.0.2)
## RColorBrewer 1.1-2 2014-12-07 [1] CRAN (R 4.0.0)
## Rcpp 1.0.5 2020-07-06 [1] CRAN (R 4.0.2)
## readr * 1.3.1 2018-12-21 [1] CRAN (R 4.0.0)
## readxl 1.3.1 2019-03-13 [1] CRAN (R 4.0.0)
## remotes 2.2.0 2020-07-21 [1] CRAN (R 4.0.2)
## reprex 0.3.0 2019-05-16 [1] CRAN (R 4.0.0)
## reshape2 1.4.4 2020-04-09 [1] CRAN (R 4.0.0)
## rlang 0.4.7 2020-07-09 [1] CRAN (R 4.0.2)
## rmarkdown 2.3 2020-06-18 [1] CRAN (R 4.0.2)
## rprojroot 1.3-2 2018-01-03 [1] CRAN (R 4.0.0)
## rstudioapi 0.11 2020-02-07 [1] CRAN (R 4.0.0)
## Rttf2pt1 1.3.8 2020-01-10 [1] CRAN (R 4.0.2)
## rvest 0.3.6 2020-07-25 [1] CRAN (R 4.0.2)
## scales 1.1.1 2020-05-11 [1] CRAN (R 4.0.0)
## sessioninfo 1.1.1 2018-11-05 [1] CRAN (R 4.0.0)
## shiny 1.5.0 2020-06-23 [1] CRAN (R 4.0.2)
## sjlabelled 1.1.6 2020-06-25 [1] CRAN (R 4.0.2)
## sjmisc 2.8.5 2020-05-28 [1] CRAN (R 4.0.2)
## stringi 1.4.6 2020-02-17 [1] CRAN (R 4.0.0)
## stringr * 1.4.0 2019-02-10 [1] CRAN (R 4.0.0)
## systemfonts 0.2.3 2020-06-09 [1] CRAN (R 4.0.2)
## testthat 2.3.2 2020-03-02 [1] CRAN (R 4.0.0)
## tibble * 3.0.3 2020-07-10 [1] CRAN (R 4.0.2)
## tidyr * 1.1.2 2020-08-27 [1] CRAN (R 4.0.2)
## tidyselect 1.1.0 2020-05-11 [1] CRAN (R 4.0.0)
## tidyverse * 1.3.0 2019-11-21 [1] CRAN (R 4.0.0)
## treemapify * 2.5.3 2019-01-30 [1] CRAN (R 4.0.2)
## usethis 1.6.1 2020-04-29 [1] CRAN (R 4.0.0)
## utf8 1.1.4 2018-05-24 [1] CRAN (R 4.0.0)
## uuid 0.1-4 2020-02-26 [1] CRAN (R 4.0.2)
## vctrs 0.3.3 2020-08-27 [1] CRAN (R 4.0.2)
## viridis 0.5.1 2018-03-29 [1] CRAN (R 4.0.2)
## viridisLite 0.3.0 2018-02-01 [1] CRAN (R 4.0.0)
## waterfall * 1.0.2 2016-04-03 [1] CRAN (R 4.0.2)
## withr 2.2.0 2020-04-20 [1] CRAN (R 4.0.0)
## xfun 0.16 2020-07-24 [1] CRAN (R 4.0.2)
## xml2 1.3.2 2020-04-23 [1] CRAN (R 4.0.0)
## xtable 1.8-4 2019-04-21 [1] CRAN (R 4.0.0)
## yaml 2.2.1 2020-02-01 [1] CRAN (R 4.0.0)
##
## [1] /Library/Frameworks/R.framework/Versions/4.0/Resources/library
Wickham, Hadley, and Garrett Grolemund. 2017. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 1st ed. O’Reilly Media, Inc. https://r4ds.had.co.nz/.